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Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
Justin Liu GOMAJI 夠麻吉 經理 A technical leader with extensive IT management experience, skilled in driving technological innovation, optimizing development processes, and leading cross-functional teams to achieve business objectives. In my previous roles, I successfully led a team of 10, including web developers, App developers, DevOps, data engineers, and API developers, to accomplish several key projects. I have a profound understanding and practical experience in technical architecture, cloud architect solutions(GCP and AWS), CI/CD and Docker, and data analytics, and committed to enhancing team efficiency and product quality. 具有豐
Team Lead
Management Team
Cloud Architecture
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of 黃雅萱.
Avatar of 黃雅萱.
Past
Product Development Specialist @Emporium Corporation
2021 ~ 2024
商務開發、專案管理、產品開發
Within one month
Netherlands [email protected] YMCA JapaneseNational Kaohsiung University of Hospitality and Tourism MICE Marketing Work experience Emporium Corporation https://www.emporium.com.tw/about.php Product Development Specialist DecApril 2024 Managed end-to-end processes for product development, including cost analysis, data analytics, and logistics planning for import and export via air and sea freight. Conducted product testing, coordinated import procedures, and oversaw component inspections to ensure product compliance. Represented the company during overseas business trips to the United States, South Korea, and Thailand, conducting market research both online
Word
PowerPoint
Excel
Unemployed
Ready to interview
Full-time / Remote Only
6-10 years
北九州YMCA
Japanese
Avatar of 邱獻逵.
Avatar of 邱獻逵.
Senior Golang developer @A5labs
2021 ~ Present
後端工程師
Within one month
for recruits Refactored the random number generator service Refactor the random number generator service and help to get the Gaming Labs certification (Golang, Docker, gRPC) Implemented the KYC flow Implemented the KYC flow on the server-to-server level to get the user's verification (Golang, GraphQL) User's data analytics Provided the raw data that the data team required from the server side (Golang, MongoDB, MySQL, Kafka) Players collusion/cheating condition implementation Collusion player check (Golang, MySQL, Redis) Game lobby block (Golang, MySQL) Player bet limit check (Golang, MySQL) Helping and coordinating cross-department (ex. product, data
MongoDB
Redis
MySQL
Employed
Open to opportunities
Full-time / Remote Only
6-10 years
國立東華大學
資訊工程學系
Avatar of the user.
Avatar of the user.
Senior Product Designer @上恩資訊股份有限公司 (媽咪愛)
2021 ~ Present
Senior UI/UX designer / Product designer
Within one month
Figma
Adobe Suite
Illustration Skills
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan Normal University (NTNU)
Fine Arts
Avatar of the user.
Avatar of the user.
Analyst @Business Next Media Corp.
2017 ~ 2019
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
SQL/MySQL
Databases
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Psychology
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ Present
Cloud Solution Architect
Within one month
. I excel in translating complex technical initiatives into business growth, with a strong emphasis on knowledge sharing and partnership development within the cloud technology ecosystem. Taipei City, Taiwan phone:mail: [email protected] Work Experience Expertise & Innovation Lead, Cloud fifty-five NovPresent Taipei, Taiwan -Solution Delivery Data Migration : Led data transfers for major financial groups and developed data warehouses for international manufacturing companies. Data Science : Implemented AI training for executives and developed analytics platforms for enhanced customer engagement. Data Governance : Oversaw data compliance projects for leading banks. - Technical Support : Provided troubleshooting and support
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
Avatar of 鄭凱元.
Active
Avatar of 鄭凱元.
Active
AI Engineer @TSMC 台積電
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS
Python
machine learning
Linux
Employed
Full-time / Interested in working remotely
4-6 years
國立臺灣大學 (National Taiwan University)
機械工程研究所
Avatar of 黃韋智.
Avatar of 黃韋智.
開店顧問 @Shopline
2017 ~ 2018
網頁工程師
Within one month
Designed front-end layout and graphed data presentation, using Chart.js and jQuery Cascaded Google Analytics API and Facebook Graph API to filter for useful information Developed data analysis dashboard, the followings are dashboard features: After logging in, user can see the dashboard of the following data: Facebook Page data Google Analytics data Mailchimp data Alexa data User can switch the week/month label to see the data in the different time period User can download the data as excel file in the specific time period User can select the date via calendar to see the data in
JavaScript
Ruby on Rails
Node.js
Full-time / Interested in working remotely
4-6 years
成功大學
企業管理
Avatar of 胡嘉倫.
Avatar of 胡嘉倫.
Senior UX Designer / UX Strategist @HTC 宏達國際電子股份有限公司
2022 ~ Present
UI/UX Designer
Within one month
Google Analytics ★ Persona ★ Requirement Definition ★ User Stories Graphic Design ★ Marketing Materials ★ Print Production ★ Publication Design ★ Banner Ads ★ EDMs Experiences HTC Corporation Senior UI/UX Designer / UX Strategist August 2022 ~ Now Proposing strategy solutions for VIVE global website revamp based on data of Google Analytics and SEO suggestions. Planning Wireframe and UX Flow of webpage building for new product launch and promotion campaign. Optimizing Global E-Commerce Platform with cross-functional professionals. TVBS Media Inc. Senior UI/UX Designer August 2020 ~ August 2022 Proposing solutions for
Adobe XD
sketch
Adobe Photoshop
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Birmingham City University
Visual Communication
Avatar of the user.
Avatar of the user.
Product Manager @全盈支付金融科技股份有限公司
2022 ~ Present
PM、Manager
Within one month
Marketing
HTML/CSS
SEO
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立臺灣體育學院
運動管理學

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Within one month
Machine Learning Engineer
Logo of TSMC 台積電.
TSMC 台積電
2022 ~ Present
Taiwan
Professional Background
Current status
Employed
Job Search Progress
Professions
Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Semiconductor
Work experience
4-6 years
Management
None
Skills
Python
machine learning
Linux
Web Crawling
Deep Learning
Docker
Computer Vision
Git
C++
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
台灣台北市, 台灣新北市, 台灣新竹市新竹, 台灣桃園市桃園區桃園
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺灣大學 (National Taiwan University)
Major
機械工程研究所
Print
Profile 00 00@2x e294063b2878e4164ba1dd904aa6b8bae6a97e19937899e4b4af853acf30de5d

鄭凱元 (Kai-Yuan Cheng)

 Machine Learning Engineer focusing on super resolution, object detection,  and face recognition.

 Strongly interested in deep learning and computer vision.

 Graduated from National Taiwan University with Master of Mechanical Engineering.


AI/ML Engineer

Date of Birth: 1991/8/25

Mobile: +886(0)919-165-221
E-mail: [email protected]

LinkedIn: www.linkedin.com/in/m06800825

PROFESSIONAL EXPERIENCE


Data Scientist (Computer Vision), TSMC, 2022/4 - Present

  • Super resolution for wafer patch enhancement
  • Computer vision algorithm development.

Machine Learning Engineer (Computer Vision), VIVOTEK, 2019/2 - 2022/4

  • Neural Network architecture design and optimization.
  • Computer vision algorithm development.
Mechanical Engineer (Vehicle Chassis), HAITEC, 2016/9 - 2018/4 
  • Design and develop steering wheel and airbag. 

SKILLS


Programming

  • Python
  • C++


Development Tools

  • PyTorch
  • OpenCV
  • Linux
  • Docker
  • Git


Domain knowledge

  • Super resolurion
  • Object detection
  • Face detection and recognition
  • Machine Learning
  • Web Crawling

EDUCATION

INSTITUTE FOR INFORMATION INDUSTRY

Data Engineering and Data Analytics Intensive Training Program (2018/6 - 2018/11)


NATIONAL TAIWAN UNIVERSITY (NTU)

Master of Mechanical Engineering (2013/9 - 2015/7)


NATIONAL TAIWAN UNIVERSITY (NTU)

Bachelor of Mechanical Engineering (2009/9 - 2013/6)


CERTIFICATES


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Microsoft Professional Program: 

Data Science Certificate


Readings 00 01@2x 77cc06c91fae4dd43a069fa4b813524cd022d4a79115524d3f0d6b9220dfd71d

TOEIC Golden Certificate

(915/990)

PROJECTS


Super Resolution for wafer defect detection

  • Develop model to enhance wafer images for improving defect capture rate
  • Improve defect capture rate by 20%

Object detection in surveillance system

  • Develop models based on YoloX, Yolov4 and RetinaNet for wall mount and ceiling mount cameras.
  • Model compression and deployment on camera: (a) Reduce model size by 4x (b) Reduce inference time by 2x
Pedestrian and vehicle attribute recognition
  • Detect age, gender, accessories, and dress color of pedestrians. The valation accuracy is around 90%.
  • Detect color of vehicles. The validation accuracy is around 92%.
Face detection and recognition
  • Develop detection model based on RetinaFace
  • Face alignment by using face landmarks from face detection.
  • Develop recognition model based on ArcFace
Kaggle competition (Group Project) --- TalkingData Mobile User Demographics
  • Serve as team leader, assign tasks and manage project progress.
  • In charge of training data preparation and model architecture design.
  • Predict China mobile users' characteristics based on their app usage, location, and device properties.

SUMMARY


  • Continuously study SOTA deep learning algorithms of computer vision.
  • Design Neural Network architecture and integrate into products of the company.

Resume
Profile
Profile 00 00@2x e294063b2878e4164ba1dd904aa6b8bae6a97e19937899e4b4af853acf30de5d

鄭凱元 (Kai-Yuan Cheng)

 Machine Learning Engineer focusing on super resolution, object detection,  and face recognition.

 Strongly interested in deep learning and computer vision.

 Graduated from National Taiwan University with Master of Mechanical Engineering.


AI/ML Engineer

Date of Birth: 1991/8/25

Mobile: +886(0)919-165-221
E-mail: [email protected]

LinkedIn: www.linkedin.com/in/m06800825

PROFESSIONAL EXPERIENCE


Data Scientist (Computer Vision), TSMC, 2022/4 - Present

  • Super resolution for wafer patch enhancement
  • Computer vision algorithm development.

Machine Learning Engineer (Computer Vision), VIVOTEK, 2019/2 - 2022/4

  • Neural Network architecture design and optimization.
  • Computer vision algorithm development.
Mechanical Engineer (Vehicle Chassis), HAITEC, 2016/9 - 2018/4 
  • Design and develop steering wheel and airbag. 

SKILLS


Programming

  • Python
  • C++


Development Tools

  • PyTorch
  • OpenCV
  • Linux
  • Docker
  • Git


Domain knowledge

  • Super resolurion
  • Object detection
  • Face detection and recognition
  • Machine Learning
  • Web Crawling

EDUCATION

INSTITUTE FOR INFORMATION INDUSTRY

Data Engineering and Data Analytics Intensive Training Program (2018/6 - 2018/11)


NATIONAL TAIWAN UNIVERSITY (NTU)

Master of Mechanical Engineering (2013/9 - 2015/7)


NATIONAL TAIWAN UNIVERSITY (NTU)

Bachelor of Mechanical Engineering (2009/9 - 2013/6)


CERTIFICATES


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Microsoft Professional Program: 

Data Science Certificate


Readings 00 01@2x 77cc06c91fae4dd43a069fa4b813524cd022d4a79115524d3f0d6b9220dfd71d

TOEIC Golden Certificate

(915/990)

PROJECTS


Super Resolution for wafer defect detection

  • Develop model to enhance wafer images for improving defect capture rate
  • Improve defect capture rate by 20%

Object detection in surveillance system

  • Develop models based on YoloX, Yolov4 and RetinaNet for wall mount and ceiling mount cameras.
  • Model compression and deployment on camera: (a) Reduce model size by 4x (b) Reduce inference time by 2x
Pedestrian and vehicle attribute recognition
  • Detect age, gender, accessories, and dress color of pedestrians. The valation accuracy is around 90%.
  • Detect color of vehicles. The validation accuracy is around 92%.
Face detection and recognition
  • Develop detection model based on RetinaFace
  • Face alignment by using face landmarks from face detection.
  • Develop recognition model based on ArcFace
Kaggle competition (Group Project) --- TalkingData Mobile User Demographics
  • Serve as team leader, assign tasks and manage project progress.
  • In charge of training data preparation and model architecture design.
  • Predict China mobile users' characteristics based on their app usage, location, and device properties.

SUMMARY


  • Continuously study SOTA deep learning algorithms of computer vision.
  • Design Neural Network architecture and integrate into products of the company.